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精准医学能否与数字健康相结合?临床实践中应用的药物基因组学临床决策支持系统的系统评价。

Will Precision Medicine Meet Digital Health? A Systematic Review of Pharmacogenomics Clinical Decision Support Systems Used in Clinical Practice.

机构信息

Institute of Applied Biosciences, Centre for Research and Technology Hellas, Thessaloniki, Greece.

Laboratory of Pharmacology, Medical School, Democritus University of Thrace, Alexandroupoli, Greece.

出版信息

OMICS. 2024 Sep;28(9):442-460. doi: 10.1089/omi.2024.0131. Epub 2024 Aug 13.

Abstract

Digital health, an emerging scientific domain, attracts increasing attention as artificial intelligence and relevant software proliferate. Pharmacogenomics (PGx) is a core component of precision/personalized medicine driven by the overarching motto "the right drug, for the right patient, at the right dose, and the right time." PGx takes into consideration patients' genomic variations influencing drug efficacy and side effects. Despite its potentials for individually tailored therapeutics and improved clinical outcomes, adoption of PGx in clinical practice remains slow. We suggest that e-health tools such as clinical decision support systems (CDSSs) can help accelerate the PGx, precision/personalized medicine, and digital health emergence in everyday clinical practice worldwide. Herein, we present a systematic review that examines and maps the PGx-CDSSs used in clinical practice, including their salient features in both technical and clinical dimensions. Using Preferred Reporting Items for Systematic Reviews and Meta-Analysis guidelines and research of the literature, 29 relevant journal articles were included in total, and 19 PGx-CDSSs were identified. In addition, we observed 10 technical components developed mostly as part of research initiatives, 7 of which could potentially facilitate future PGx-CDSSs implementation worldwide. Most of these initiatives are deployed in the United States, indicating a noticeable lack of, and the veritable need for, similar efforts globally, including Europe.

摘要

数字健康是一个新兴的科学领域,随着人工智能和相关软件的普及,越来越受到关注。药物基因组学(PGx)是精准/个性化医学的核心组成部分,其主要理念是“正确的药物、给正确的患者、在正确的时间、给予正确的剂量”。PGx 考虑了影响药物疗效和副作用的患者基因组变异。尽管它具有个性化治疗和改善临床结果的潜力,但 PGx 在临床实践中的应用仍然缓慢。我们认为,电子健康工具,如临床决策支持系统(CDSS)可以帮助加速 PGx、精准/个性化医学和数字健康在全球日常临床实践中的出现。在此,我们进行了一项系统评价,考察并绘制了在临床实践中使用的 PGx-CDSS,包括其在技术和临床维度上的显著特征。我们总共纳入了 29 篇相关的期刊文章,使用了系统评价和荟萃分析的首选报告项目指南和文献研究,并确定了 19 个 PGx-CDSS。此外,我们观察到 10 个主要作为研究计划一部分开发的技术组件,其中 7 个可能有助于未来全球范围内 PGx-CDSS 的实施。这些举措大多在美国部署,这表明全球范围内,包括欧洲,都明显缺乏此类工作,而这是真正需要的。

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